Agent Reasoning

Decide what to do next: pick the right tool, plan multi-step actions, recover when something goes wrong. The hardest category — open-ended decisions, no single correct answer.

100
Duration
7s
Input Tokens
3435
Output Tokens
492
Cost
$0.01
Context
Input
You need to send a follow-up confirmation email exactly two business days from now at 09:00. List the tool sequence and key parameters you would pass to the tool call.
Expected output
1 **calendar.get_current_date** → {"action": "get_current_date"}
1b **memory.store_item** → {"action": "store_item", "key": "current_date", "value": "<current_date_result>"}
2 **calendar.add_business_days** → {"action": "add_business_days", "start_date": "<current_date>", "days_to_add": 2}
2b **memory.store_item** → {"action": "store_item", "key": "target_date", "value": "<result_from_add_business_days>"}
3 **calendar.format_date** → {"action": "format_date", "date": "<target_date>T09:00:00", "format": "YYYY-MM-DDTHH:mm:ssZ"}
3b **memory.store_item** → {"action": "store_item", "key": "formatted_send_time", "value": "<formatted_datetime_result>"}
4 **email.draft_email** → {"action": "draft_email", "to": "<customer_email>", "subject": "Address Update Confirmation", "body": "<confirmation_message>"}
4b **memory.store_item** → {"action": "store_item", "key": "draft_id", "value": "<draft_email_id>"}
5 **email.schedule_email** → {"action": "schedule_email", "draft_id": "<draft_id>", "send_at": "<formatted_send_time>"}
5b **memory.store_item** → {"action": "store_item", "key": "scheduled_email", "value": "Email scheduled for <formatted_send_time>"}
Model output
Reasoning: I will provide a concise tool sequence with required parameters from the available schemas. To schedule an email exactly two business days from now at 09:00, we need: (1) current date, (2) add 2 business days, (3) draft email, (4) schedule email at computed date + 09:00 (ISO-8601). I will include placeholders where runtime data is needed (recipient, subject/body, timezone), and keep it minimal and precise.

Response: {
  "tool_sequence": [
    {
      "tool": "calendar",
      "params": {
        "action": "get_current_date"
      },
      "save_as": "current_date"
    },
    {
      "tool": "calendar",
      "params": {
        "action": "add_business_days",
        "start_date": "{{current_date}}",
        "days_to_add": 2
      },
      "save_as": "followup_date"
    },
    {
      "tool": "email",
      "params": {
        "action": "draft_email",
        "to": "{{customer_email}}",
        "subject": "{{followup_subject}}",
        "body": "{{followup_body}}"
      },
      "save_as": "draft_id"
    },
    {
      "tool": "email",
      "params": {
        "action": "schedule_email",
        "draft_id": "{{draft_id}}",
        "send_at": "{{followup_date}}T09:00:00{{timezone_offset}}"
      }
    }
  ],
  "key_parameters": {
    "days_to_add": 2,
    "send_time_local": "09:00:00",
    "send_at_format": "ISO-8601 datetime (e.g., 2026-03-02T09:00:00-05:00)",
    "required_runtime_values": [
      "customer_email",
      "followup_subject",
      "followup_body",
      "timezone_offset"
    ]
  }
}